Wearable Multi-Sensor Positioning Prototype for Rowing Technique Evaluation

被引:0
|
作者
Mendoza, Luis Rodriguez [1 ]
O'Keefe, Kyle [1 ]
机构
[1] Univ Calgary, Schulich Sch Engn, Geomat Dept, Univ Drive NW 2500, Calgary, AB T2N 1N4, Canada
基金
加拿大自然科学与工程研究理事会;
关键词
rowing; ultra-wideband (UWB); GNSS; inertial sensors (IMU); inertial navigation system (INS); wearable technology; FEEDBACK; SYSTEM;
D O I
10.3390/s24165280
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
The goal of this study is to determine the feasibility of a wearable multi-sensor positioning prototype to be used as a training tool to evaluate rowing technique and to determine the positioning accuracy using multiple mathematical models and estimation methods. The wearable device consists of an inertial measurement unit (IMU), an ultra-wideband (UWB) transceiver, and a global navigation satellite system (GNSS) receiver. An experiment on a rowing shell was conducted to evaluate the performance of the system on a rower's wrist, against a centimeter-level GNSS reference trajectory. This experiment analyzed the rowing motion in multiple navigation frames and with various positioning methods. The results show that the wearable device prototype is a viable option for rowing technique analysis; the system was able to provide the position, velocity, and attitude of a rower's wrist, with a positioning accuracy ranging between +/- 0.185 m and +/- 1.656 m depending on the estimation method.
引用
收藏
页数:19
相关论文
共 50 条
  • [1] Multi-Sensor Indoor Positioning
    Ayabakan, Tarik
    Kerestecioglu, Feza
    2019 4TH INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND ENGINEERING (UBMK), 2019, : 330 - 335
  • [2] Multi-sensor switch technique in multi-sensor system
    Liu, YH
    Chen, WD
    Wang, DJ
    INES 2005: 9TH INTERNATIONAL CONFERENCE ON INTELLIGENT ENGINEERING SYSTEMS, 2005, : 83 - 86
  • [3] Evaluation of Multi-Sensor Fusion Methods for Ultrasonic Indoor Positioning
    Mannay, Khaoula
    Urena, Jesus
    Hernandez, Alvaro
    Villadangos, Jose M.
    Machhout, Mohsen
    Aguili, Taoufik
    APPLIED SCIENCES-BASEL, 2021, 11 (15):
  • [4] Multi-sensor Wearable for Child Safety
    Chowdhury, Ushashi
    Chowdhury, Pranjal
    Paul, Sourav
    Sen, Anwesha
    Sarkar, Partho Protim
    Basak, Shubhankur
    Bhattacharya, Abari
    2019 IEEE 10TH ANNUAL UBIQUITOUS COMPUTING, ELECTRONICS & MOBILE COMMUNICATION CONFERENCE (UEMCON), 2019, : 968 - 972
  • [5] Evaluation of Bayesian Approaches for Multi-Sensor Multi-network Seamless Positioning
    Kuusniemi, Heidi
    Chen, Liang
    Pei, Ling
    Liu, Jingbin
    Chen, Yuwei
    Ruotsalainen, Laura
    Chen, Ruizhi
    PROCEEDINGS OF THE 24TH INTERNATIONAL TECHNICAL MEETING OF THE SATELLITE DIVISION OF THE INSTITUTE OF NAVIGATION (ION GNSS 2011), 2011, : 2137 - 2144
  • [6] Integrity for Multi-Sensor Cooperative Positioning
    Xiong, Jun
    Cheong, Joon Wayn
    Xiong, Zhi
    Dempster, Andrew G.
    Tian, Shiwei
    Wang, Rong
    IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2021, 22 (02) : 792 - 807
  • [7] EVALUATION OF A PROTOTYPE CUFFLESS MULTI-SENSOR DEVICE TO TRACK BLOOD PRESSURE CHANGES
    Hove, Christine
    Saeter, Frode
    Stepanov, Alexey
    Botke-rasmussen, Kasper Gade
    Seeberg, Trine M.
    Westgaard, Espen
    Heimark, Sondre
    Waldum-grevbo, Bard
    Hisdal, Jonny
    Larstorp, Anne Cecilie K.
    JOURNAL OF HYPERTENSION, 2024, 42
  • [8] Prototype system for multi-sensor tracking with sensor bias correction
    Easthope, PF
    SIGNAL AND DATA PROCESSING OF SMALL TARGETS 2000, 2000, 4048 : 390 - 401
  • [9] UAV Positioning Based on Multi-Sensor Fusion
    Peng, Jing
    Zhang, Ping
    Zheng, Lanxiang
    Tan, Jia
    IEEE ACCESS, 2020, 8 : 34455 - 34467
  • [10] A multi-sensor system for positioning in urban environments
    Haala, N
    Böhm, J
    ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, 2003, 58 (1-2) : 31 - 42